Pith Number

pith:P7R4LHDG

pith:2025:P7R4LHDGXLWT4ZWPYION4R6WAC

not attested not anchored not stored refs pending

VQ-Logits: Compressing the Output Bottleneck of Large Language Models via Vector Quantized Logits

Hongyi Huang, Jiayi Wu, Jintian Shao, Mingkai Zheng, Yiming Cheng, You Shan, Zhiyu Wu

arxiv:2505.10202 v1 · 2025-05-15 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P7R4LHDGXLWT4ZWPYION4R6WAC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:03:35.089489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fe3c59c66baed3e66cfc21cde47d600a308d24ccaaf0aa50b0c200981063f56

Aliases

arxiv: 2505.10202 · arxiv_version: 2505.10202v1 · doi: 10.48550/arxiv.2505.10202 · pith_short_12: P7R4LHDGXLWT · pith_short_16: P7R4LHDGXLWT4ZWP · pith_short_8: P7R4LHDG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/P7R4LHDGXLWT4ZWPYION4R6WAC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7fe3c59c66baed3e66cfc21cde47d600a308d24ccaaf0aa50b0c200981063f56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3a0821cad14d342577da30c22fd079bf3b920f59775860a7acb3ff0682bbdcb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-15T11:58:04Z",
    "title_canon_sha256": "98ee4a4bc169c06d17df7c8ab3d2e4baf0d56af973182077a260df20ed124fa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10202",
    "kind": "arxiv",
    "version": 1
  }
}